agent-census

What's hitting your site, classified by how it behaves -- not just what it claims to be.

Most of the traffic to a typical site isn't people; it's software, and a fair bit of it lies about what it is. agent-census reads your access log and sorts the clients by what they actually do -- whether they pull a page's sub-resources like a browser, walk the site like a crawler, poll a feed on a schedule, or go looking for known-vulnerable paths. Anything claiming to be a known crawler is checked against DNS and published address ranges, so a Googlebot arriving from some random datacentre gets called what it is. What you end up with is your traffic broken down by what each client is for. The User-Agent still counts -- it's just treated as a claim to weigh against behaviour and origin, not a fact to take on trust.

Here's a sample report generated from a real access log.

Install

pipx is recommended:

pipx install agent-census

Use: Analysis

The simplest case is analyzing one or more Apache logs in the default combined format:

agent-census analyze access.log* > census.html

The presets common, combined, and vhost_combined are available via --log-format-preset.

For a custom log format, pass the LogFormat/CustomLog directive string verbatim from your Apache config. Tab separators (\t), quoted fields with spaces, %{...}x SSL variables, and %{...}e environment variables are all handled:

agent-census analyze access.log \
    --log-format '%h %l %u %t "%r" %>s %b "%{Referer}i" "%{User-Agent}i" %D'

See "What to log" below for the most important information to gather.

Cloudflare Logpush logs (newline-delimited JSON) are also supported, as another preset:

agent-census analyze cloudflare-logs.json --log-format-preset cloudflare

Options

Use agent-census analyze -h for the full list of analysis options.

robots.txt compliance: Use --robots-file to supply a local file, hostname, or URL:

agent-census analyze access.log --robots-file ./robots.txt

Output format: Output is a self-contained HTML page by default; redirect it with -o, or pass --md for Markdown:

agent-census analyze access.log -o census.html
agent-census analyze access.log --md

Host header filtering: --vhost SUBSTRING analyses only the lines served for a matching host:

agent-census analyze access.log --log-format-preset vhost_combined \
    --vhost mnot.net --vhost www.mnot.net

Client identity: Use --identity to change how requests are associated with clients. The default, ip_ua, groups by (IP, User-Agent). Behind a CDN, use forwarded (the left-most X-Forwarded-For); for IP-rotating bots in one range, ip_ua_subnet.

agent-census analyze access.log --identity forwarded

AS lookups: If your logs don't record the AS number, point --mm-asn-db at a MaxMind ASN database to recover it from each client's IP. The database is consulted first (it can be fresher than the log) and is remembered between runs:

agent-census analyze access.log --mm-asn-db ./GeoLite2-ASN.mmdb

Country flags: point --mm-country-db at a MaxMind country (or city) database to show a small flag next to the highest-traffic non-human clients we haven't tied to a specific operator — an unknown scraper or an impersonator, where the origin country adds signal (a verified, IP/rDNS-identified crawler gets none). For a client spanning many IPs the flag is its traffic-majority country; a client with no country above 70% of its traffic shows a neutral 🌐 instead. In HTML the flag carries the country name as a tooltip and each address gets its own flag on expansion. Also remembered between runs:

agent-census analyze access.log --mm-country-db ./GeoLite2-Country.mmdb

A directory of databases: if you keep your .mmdb files in one place (e.g. a geoipupdate target), point --mm-db-dir at it and both databases are picked up automatically — by each file's metadata, so it doesn't matter what they're named or which vendor they're from. An explicit --mm-asn-db / --mm-country-db still wins for that one role.

agent-census analyze access.log --mm-db-dir /usr/share/GeoIP

Remembered settings

Some options are sticky, so you needn't retype them. --log-format / --log-format-preset, --identity, and --robots-file / --robots-url are saved to ~/.config/agent-census/config.json and reused when a later run omits them. Passing one updates the saved value.

Use: Inspecting a client

To see why a client was classified the way it was, use inspect. It shows every signal that fired (including the runners-up), the measured features, the robots.txt finding, and the request trace:

agent-census inspect access.log --kind vuln_scanner
agent-census inspect access.log --client 203.0.113.66
agent-census inspect access.log --kind scraper --network aws

--network matches a substring of the origin-network name and composes with --kind, so the two together select a single cell of the cross-tab.

Most analyze options apply; see agent-census inspect -h for a full list of options.

What to log

The Apache combined format already carries everything the core analysis needs. The common preset drops the User-Agent and the Referer, so prefer combined, or a custom format that includes them.

Required (all present in combined):

• Client address (%h) -- the identity everything else groups on, and the basis for the network, datacentre, and crawler-verification checks.
• Timestamp (%t) -- timing regularity, peak request rate, the reported time range, and (with --quiescent-hours) freeing memory mid-run.
• Request line ("%r") -- the method and path; the most load-bearing field, behind vulnerability probing, feed detection, path coverage, and crawl shape.
• Status code (%>s) -- the status mix, 404 storms, 304 Not Modified (the has-cache tag), and robots.txt compliance.
• User-Agent ("%{User-Agent}i") -- browser, bot, and declared-crawler recognition.

Strongly Recommended. The first two are already in combined; the rest aren't in any preset, so add them to a custom LogFormat (quoted) -- they're worth it:

• Referer ("%{Referer}i", in combined) -- referer-following, which separates crawlers from scrapers and flags fabricated referers.
• Bytes sent (%b or %B, in combined) -- the bandwidth figures in the report.
• AS organisation and number ("%{MM_ASORG}e" and "%{MM_ASN}e", MaxMind mod_maxminddb) -- name datacentre clients by their hosting organisation, and recognise datacentres and ASN-listed crawlers by AS number. Much of Networks and hosting leans on these; log both (the number drives recognition, the org names it). Can't log them? --mm-asn-db recovers the AS from a MaxMind database instead (see Options).
• Content-Type ("%{Content-Type}o") -- the response media type, which sharpens feed-reader detection (an RSS/Atom type, not just a feed-shaped URL).
• X-Forwarded-For ("%{X-Forwarded-For}i") -- if you're behind a CDN or proxy, for --identity forwarded.